![](images/graphics/blank.gif)
Feature representation
-
There are generally four factors that determine the performance of the FTS forecasting model (1) determining the length of intervals in the universe of discourse, (2) fuzzification rules or feature representation of crisp time series, (3) establishing fuzzy relation groups (FRGs) and (4) creating defuzzification rule to get crisp forecasted value.
12p
viambani
18-06-2024
2
1
Download
-
This article examines national character as a representation of a nation’s unique identity from a fresh psychoanalytic perspective, offering insights into the national character of various nations, including Vietnam.
8p
vimichaelfaraday
28-12-2023
7
3
Download
-
In this paper, we propose a framework based on very deep convolutional neural network autoencoder for image retrieval, called AIR (Autoencoders for Image Retrieval). Our proposed framework allows to learn feature vectors directly from the raw image and in an unsupervised manner.
8p
visystrom
22-11-2023
6
3
Download
-
The book is divided into ten chapters. We start with some examples and a description of multimedia databases. In addressing multimedia information, we are addressing digital data representations and how these data can be stored and manipulated. Multimedia data provide additional functionality than would be available in traditional forms of data. It allows new data access methods such as query by images in which the most similar image to the presented image is determined.
322p
haojiubujain08
01-11-2023
7
3
Download
-
Ebook "Introduction to statistical pattern recognition" includes content: Introduction, random vectors and their properties, hypothesis testing, parametric classifiers, parameter estimation, nonparametric density estimation, nonparametric classification and error estimation, feature extraction and linear mapping for signal representation, feature extraction and linear mapping for classification, clustering.
616p
haojiubujain07
20-09-2023
5
3
Download
-
Part 1 of ebook "Computer vision metrics: Survey, taxonomy, and analysis" provides readers with contents including: chapter 1 - image capture and representation; chapter 2 - image pre-processing; chapter 3 - global and regional features; chapter 4 - local feature design concepts, classification, and learning; chapter 5 - taxonomy of feature description attributes;...
219p
tieulangtran
28-09-2023
3
2
Download
-
Automated clinical phenotyping is challenging because word-based features quickly turn it into a high-dimensional problem, in which the small, privacy-restricted, training datasets might lead to overfitting. Pretrained embeddings might solve this issue by reusing input representation schemes trained on a larger dataset.
8p
visteverogers
24-06-2023
6
2
Download
-
The study sought to evaluate the feasibility of using Unified Medical Language System (UMLS) semantic features for automated identification of reports about patient safety incidents by type and severity.
8p
vighostrider
25-05-2023
5
2
Download
-
The analysis of cultural representations in the three textbooks shows an outstanding feature in imported English textbooks to Vietnamese educational market. The books are highly localized with a lot of real-life images, texts or cultural artifacts of Vietnamese culture.
3p
vilucius
15-03-2023
7
5
Download
-
This paper presents a reliable method for categorizing emergency of messages in Tweeter. We rely on representation of text features by image patterns instead of using original features extracted from text message.
11p
viharry
15-12-2022
10
3
Download
-
In this paper, we develop a chatbot system for the admission process of Da Lat university that allows the staff to answer questions immediately and automatically from users anytime. The important feature of any chatbot is to understand the user’s questions and to respond with appropriate answers.
10p
viharry
15-12-2022
19
2
Download
-
This paper introduces and analyses some syntactic features of rejection in English and Vietnamese as well as finds out the similarities and differences of rejection between the two languages.
12p
viwmotors
02-12-2022
27
8
Download
-
The goal of book "Principles of Visual Information Retrieval" is to describe and illuminate the fundamental principles of visual information retrieval. Consequently, the intention is to introduce basic concepts and techniques, and develop a foundation, which can be used as a cornerstone for later study and research. Please refer to the content of part 2 of book.
156p
britaikridanik
05-07-2022
14
4
Download
-
Recently, latent representation models, such as Shrink Autoencoder (SAE), have been demonstrated as robust feature representations for one-class learning-based network anomaly detection. In these studies, benchmark network datasets that are processed in laboratory environments to make them completely clean are often employed for constructing and evaluating such models.
11p
viirenerosenfeld
26-05-2022
14
3
Download
-
The complete University of East Anglia repository, obtaining highly interpretable results capable of explaining the relationships between the features that compose the time series and achieving performance results statistically indistinguishable from the best algorithms of the state-of-the-art.
19p
guernsey
28-12-2021
11
1
Download
-
In this paper, we intend to insight the CNN model regarding its capability on text analysis. Vanilla CNNs do have weaknesses when it comes to the representation and feature extraction. Duplicate filters are inevitable with vanilla CNNs, which reduces the discriminative power of the representations.
15p
guernsey
28-12-2021
10
0
Download
-
The overriding purpose of this study is to examine the features of gender representation in the English stories for children by analyzing the transitivity system, which is a component in the ideational meaning of systemic functional grammar, associated with the internationally influential linguist M.A.K Halliday.
12p
guitaracoustic02
08-12-2021
18
1
Download
-
To overcome these shortcomings, we proposed a deep Autoencoder based representation for Arabic text categorization. It consisted of three stages: (1) Extracting from Arabic WordNet the most relevant concepts based on feature selection processes (2) Features learning via an unsupervised algorithm for text representation (3) Categorizing text using deep Autoencoder.
18p
spiritedaway36
28-11-2021
11
0
Download
-
Antimicrobial peptides are a promising alternative for combating pathogens resistant to conventional antibiotics. Computer-assisted peptide discovery strategies are necessary to automatically assess a significant amount of data by generating models that efficiently classify what an antimicrobial peptide is, before its evaluation in the wet lab.
14p
vitzuyu2711
29-09-2021
15
1
Download
-
Deep Learning is known as the most powerful technique for handling almost Computer Vision problems. Many state-ofthe-art methods in face recognition focus on recognition from still images. In this paper, we propose a method of combining face tracking and face representation for still images to increase high accuracy rate in the setting of camera surveillance.
8p
vijihyo2711
25-09-2021
11
2
Download
CHỦ ĐỀ BẠN MUỐN TÌM
![](images/graphics/blank.gif)